High-Throughput and Scalable Secure Inference Protocols for Deep Learning with Packed Secret Sharing

Qinghui Zhang, Xiaojun Chen, Yansong Zhang +1

Most existing secure neural network inference protocols based on secure multi-party computation (MPC) typically support at most four participants, demonstrating severely limited sc…